Here is a list of papers authored by Dr. Mahdi Shadabfar. Access links are provided next to each article, along with explanations below. If you are unable to access the articles through the provided links, please inform us via the “Contact Me” section, and we will send you the original article.

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Paper

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Mohammad Ali Irandegani, Daxu Zhang, Edmond V. Muho*, Mahdi Shadabfar, “Cyclic Behavior of Eccentrically Loaded R/C Short Columns Strengthened with TRM under Different Damage States”, Soil Dynamics and Earthquake Engineering, Vol.  175, 2023, pp. 108246.

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Babak Jamhiri, Yongfu Xu, Mahdi Shadabfar, Susanga Costa​​​​​​​, “Probabilistic Machine Learning for Predicting Desiccation Cracks in Clayey Soils," Bulletin of Engineering Geology and the Environment, Vol.  82, 2023, pp. 355.

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Babak Jamhiri, Yongfu Xu, Mahdi Shadabfar, Fazal E. Jalal​​​​​​​, “Probabilistic estimation of thermal crack propagation in clays with Gaussian processes and random fields,” Geomechanics for Energy and the Environment, 2023, pp. 100454.

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Mahdi Shadabfar, Mojtaba Mahsuli, Arash Sioofy Khoojine, Vahid Reza Hosseini, Anyu Hong, “Randomized fractional SEIR-VQHP model with applications in COVID-19 data prediction,” Fractals, Vol. 31, No. 4, 2023, pp. 2340064.

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Mahdi Shadabfar, Mojtaba Mahsuli*, Yadong Xue, Yi Zhang, Chenglong Wu, “Time-Variant System Reliability Analysis of Concrete Sewer Pipes under Corrosion Considering Multiple Failure Modes,” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering​​​​​​​Vol. 9, No. 1, 2023, pp. 04023002.

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Babak Jamhiri*, Mahdi Shadabfar, Fazal E. Jalal, “Spatial uncertainty quantification of desiccation cracks in clays with limit state-adjusted linear elasticity​​​​​​​,” Modeling Earth Systems and Environment​​​​​​​, Vol. 9, No. 2, 2023, pp. 2285-2303.

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Chunwei Zhang*, Hadi Kordestani, Mahdi Shadabfar, “A combined review of vibration control strategies for high-speed trains and railway infrastructures: Challenges and solutions​​​​​​​,” Journal of Low Frequency Noise, Vibration and Active Control​​​​​​​​​​​​​​, Vol. 42, No. 1, 2023, pp. 272-291.

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Mahdi Shadabfar, Mojtaba Mahsuli*, Yi Zhang, Yadong Xue, Hongwei Huang, “Probabilistic data-driven framework for performance assessment of retaining walls against rockfalls,” Probabilistic Engineering Mechanics​​​​​​​​​​​​​​, Vol. 70, 2022, pp. 103339.

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Mohammad Ali IrandeganiDaxu Zhang*, Mahdi Shadabfar​​​​​​​​​​​​​​, “Probabilistic assessment of axial load-carrying capacity of FRCM-strengthened concrete columns using artificial neural network and Monte Carlo simulation,” Case Studies in Construction Materials​​​​​​​​​​​​​​, Vol. 17, 2022, pp. e01248​​​​​​​.

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Mohammad Ali IrandeganiDaxu Zhang*, Mahdi Shadabfar​​​​​​​​​​​​​​, “Compressive strength of concrete cylindrical columns confined with fabric-reinforced cementitious matrix composites under monotonic loading: Application of machine learning techniques,” Structures​​​​​​​​​​​​​​, Vol. 42, 2022, pp. 205-220.

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Mohammad Ali IrandeganiDaxu Zhang, Mahdi Shadabfar*​​​​​​​, Denise-Penelope N. Kontoni, Mudassir Iqbal​​​​​​​, “Failure Modes of RC Structural Elements and Masonry Members Retrofitted with Fabric-Reinforced Cementitious Matrix (FRCM) System: A Review,” Buildings​​​​​​​, , Vol. 12, No. 5, 2022, pp. 653.

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Mingliang Zhou, Mahdi Shadabfar*​​​​​​​, Hongwei Huang, Yat Fai Leung, Shun Uchida, “Efficient back analysis of multiphysics processes of gas hydrate production through artificial intelligence,” Fuel​​​​​​​, , Vol. 321, No. 1, 2022, pp. 124162.

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Arash Sioofy Khoojine*, Mojtaba Mahsuli*, Mahdi Shadabfar, Vahid Reza Hosseini, Hadi Kordestani, “A proposed fractional dynamic system and Monte Carlo-based back analysis for simulating the spreading profile of COVID-19,” European Physical Journal: Special Topics, 2022.

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Mahdi Shadabfar, Mojtaba Mahsuli*, Yi Zhang, Yadong Xue, Bilal M. Ayyub, Hongwei Huang, Ricardo A. Medina, “Resilience-based Design of Infrastructure: Review of Models, Methodologies, and Computational Tools.” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Vol. 8, No. 1, 2022, pp. 03121004.

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Arash Sioofy Khoojine, Mahdi Shadabfar*, Vahid Reza Hosseini, Hadi Kordestani, “Network Autoregressive Model for the Prediction of COVID-19 Considering the Disease Interaction in Neighboring Countries.” Entropy, Vol. 23, No. 10, 2021, pp. 1-18.

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Mingliang Zhou, Jiayao Chen, Hongwei Huang, Dongming Zhang, Shuai Zhao, Mahdi Shadabfar, “Multi-source data driven method for assessing the rock mass quality of a NATM tunnel face via hybrid ensemble learning models.” International Journal of Rock Mechanics and Mining Sciences, Vol. 147, 2021, pp. 104914.​​​​

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Mahdi Shadabfar, Mojtaba Mahsuli*, Arash Sioofy Khoojine, Vahid Reza Hosseini, “Time-variant reliability-based prediction of COVID-19 spread using extended SEIR model and Monte Carlo sampling.” Results in Physics, Vol. 26, 2021, pp. 104364.​​​​​​​

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Mingliang Zhou, Mahdi Shadabfar, Yadong Xue*, Yi Zhang, Hongwei Huang, “Probabilistic Analysis of Tunnel Roof Deflection under Sequential Excavation using ANN-Based Monte Carlo Simulation and Simplified Reliability Approach.” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Vol. 7, No. 4, 2021, pp.  04021043.​​​​​​​

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Yadong Xue, Fei Jia, Xinyuan Cai, Mahdi Shadabfar*, and Hongwei Huang, “An optimization strategy to improve the deep learning-based recognition model of leakage in shield tunnels.” Computer-Aided Civil and Infrastructure Engineering, Vol. 37, 2021, pp. 386–402.

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Yadong Xue*, Jie Zhou, Chun Liu, Mahdi Shadabfar, Jie Zhang, “Rock Fragmentation Induced by a TBM Disc-Cutter Considering the Effects of Joints: A Numerical Simulation by DEM.” Computers and Geotechnics, Vol. 136, 2021, pp. 104230.

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Hadi Kordestani, Chunwei Zhang*, Sami F. Masri, Mahdi Shadabfar, “An empirical time-domain trend line-based bridge signal decomposing algorithm using Savitzky-Golay filter.” Structural Control and Health Monitoring, Vol. 28, No. 7, 2021, pp. e2750.

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Shuai Zhao, Mahdi Shadabfar, Dongming Zhang*, Jiayao Chen, Hongwei Huang, “Deep learning-based classification and instance segmentation of leakage-area and scaling images of shield tunnel linings.” Structural Control and Health Monitoring, Vol. 28, No. 6, 2021, pp. e2732.

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Mahdi Shadabfar*, Cagri Gokdemir, Mingliang Zhou, Hadi Kordestani, Edmond V. Muho, “Estimation of damage induced by single-hole rock blasting: a review on analytical, numerical, and experimental solutions.” Energies,  Vol. 14, No. 1, 2021, pp. 1-24.

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Chao Pian, Edmond V. Muho*, Jiang Qian, Mahdi Shadabfar, Dimitri E. Beskos, “Deformation Dependent Peak Floor Acceleration for the Performance Based Design of Non-Structural Elements Attached to R/C Structures.” Earthquake Spectra, Vol. 37, No. 2, 2021, pp. 1035-1055.

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Mingliang Zhou, Mahdi Shadabfar*, Hongwei Huang, Yat Fai Leung, Shun Uchida, “Meta-modelling of coupled thermo-hydro-mechanical behavior of hydrate reservoir.” Computers and Geotechnics, Vol. 128, 2020, pp. 103848.

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Jiayao Chen, Dongming Zhang, Hongwei Huang, Mahdi Shadabfar*, Mingliang Zhou, Tongjun Yang, “Image-based segmentation and quantification of weak interlayers in rock tunnel face via deep learning.” Automation in Construction, Vol. 120, 2020, pp. 103371.

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Yadong Xue, Xinyuan Cai, Mahdi Shadabfar*, Hua Shao, Sen Zhang, “Deep learning-based automatic recognition of water leakage area in shield tunnel lining.” Tunneling and Underground Space Technology, Vol. 104, 2020, pp. 1-14.

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Mahdi Shadabfar*, Hongwei Huang, Hadi Kordestani, Edmond V. Muho, “Reliability analysis of slope stability considering the uncertainty in water table level.” ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Vol. 6, No. 3, 2020, pp.  04020025.

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Mahdi Shadabfar*, Hongwei Huang, Yuan Wang, Chenglong Wu, “Monte Carlo analysis of the induced cracked zone by single-hole rock explosion.” Geomechanics and Engineering, Vol. 21, No. 3, 2020, pp. 289-300.

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Hadi Kordestani*, Chunwei Zhang, Mahdi Shadabfar, “Beam damage detection under a moving load using random decrement technique and Savitzky-Golay filter.” Sensors, Vol. 20, No. 1, 2020, pp. 1-16.

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Mahdi Shadabfar*, Hongwei Huang, Hadi Kordestani, Edmond V. Muho, “Probabilistic modeling of excavation-induced damage depth around rock-excavated tunnels.” Results in Engineering, Vol. 5, 2020, pp. 1-11.

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Hadi Kordestani, Yi-Qiang Xiang*, Xiao-Wei Ye, Chun Bang Yun, Mahdi Shadabfar, “Localization of damaged cable in a tied-arch bridge using Arias intensity of seismic acceleration response.” Journal of Structural Control and Health Monitoring, Vol. 27, No. 3, 2020, pp. e2491.

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Mahdi Shadabfar*, Hongwei Huang, “Simplified algorithm for reliability sensitivity analysis of structures: A spreadsheet implementation.” PLoS ONE, Vol. 14, No. 3, January 2019, pp. 1-22.

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Mahdi Shadabfar*, Hongwei Huang, Yadong Xue, Mingliang Zhou, “A discussion of “a simplified prediction method for evaluating tunnel displacement induced by laterally adjacent excavations” by Zheng et al. (2018).” Computers and Geotechnics, Vol. 109, May 2019, pp. 293-296.

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Mahdi Shadabfar, Nemat Hassani, Edmond V. Muho*, “Empirical expressions for the maximum induced strain on buried steel pipelines crossing strike-slip faults.” Soil Dynamics and Earthquake Engineering, Vol. 116, 2019, pp. 490-494.

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Mahdi Shadabfar*, Yuan Wang, Yousif A.H. Dallo, “Reliability analysis of the induced damage for single-hole rock blasting.” Georisk, Vol. 13, No. 1, 2019, pp. 1-17.

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Mahdi Shadabfar*, “Discussion of “a semi-empirical model for peak strain prediction of buried X80 steel pipelines under compression and bending at strike-slip fault crossings” by Liu et al. (2016).” Journal of Natural Gas Science and Engineering, Vol. 52, April 2018, pp. 432-433.

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Mahdi Shadabfar*, Yuan Wang, “Probabilistic analysis of crushed zone for rock blasting.” Computers and Geotechnics, Vol. 80, August 2016, pp. 290–300.

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Mahdi Shadabfar*, Yuan Wang, “Approximation of the Monte Carlo sampling method for reliability analysis of structures.” Mathematical Problems in Engineering, Vol. 2016, pp. 1-9, 2016.

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Yuan Wang, Mahdi Shadabfar*, “Discussion of “numerical simulation of strength failure of buried polyethylene pipe under foundation settlement” by Luo et al. (2015).” Engineering Failure Analysis, Vol. 70, December 2016, pp. 44–47, 2016.

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